Levels 1–4 gave you the mental models. Level 5 is where you use them. This level is about applying everything you've learned to real tasks — and leaving with a process you can repeat on anything.
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Recipe builder
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Everything you learned has a name
Across four levels you've learned how LLMs work, how to write prompts, how to iterate, and how to use context deliberately. That's a lot. But it all collapses into a single four-step process you can apply to any task, with any AI tool, any time.
The process isn't new. You've already been doing it. This lesson just gives it a name — so you can use it consciously instead of by accident.
Brief → Ask → Iterate → Reuse. Four steps. That's the whole course, distilled. Every lesson you've completed maps to one of them. Every result you'll ever get from an AI depends on how well you execute them.
The four steps
Brief. Set the context before asking anything. Who are you? What's this for? Who's the audience? What constraints matter? This is what Level 4 was entirely about — and what Lesson 11 taught you to do in one paragraph.
Ask. Make the task clear using the four prompt ingredients from Level 2: Role, Task, Context, Format. The brief told the AI who it's working with. The ask tells it what to do.
Iterate. Treat the first response as a draft. Give specific feedback. Ask for options. Restart when the thread has drifted. This is the whole of Level 3 — three lessons of building the iteration instinct.
Reuse. Save what worked. A prompt that produced a great result is an asset. The next time you face the same type of task, you start from a proven foundation instead of a blank page. This is the step most people skip — and the one that compounds the fastest.
✦ The framework
Step 1
Brief
Set who you are, who the output is for, your constraints and tone — before asking anything.
Levels 4 · Lesson 11
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Step 2
Ask
Role, Task, Context, Format. One clear, specific prompt built on the foundation of your brief.
Level 2 · Lesson 4
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Step 3
Iterate
Read the response. Correct, refine, restart, or ask for options. Don't stop at draft one.
Level 3 · Lessons 7–9
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Step 4
Reuse
Save what worked. A tested prompt is an asset. Use it as the starting point next time.
Level 5 · This lesson
You've already done all four of these. This lesson just names them — so you can use the process deliberately, every time.
You've already completed the framework
Look at what you've built across this course. Each step of the framework shows up in your work from previous lessons.
✦ Your framework — assembled from your previous lessons
Step 1 — Brief (Lesson 11)
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Step 2 — Ask (Lesson 7)
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Step 3 — Iterate (Lesson 8)
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Step 4 — Reuse (Lesson 13)
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Each of these came from a different lesson. Together they form one complete workflow. Now you're going to build it deliberately for a task of your own.
Exercise — Prompt recipe builder
Build your first prompt recipe
Think of a task you do repeatedly — a type of email, a report, a piece of content, a planning task. You're going to build a reusable prompt recipe for it: Brief → Ask → Iterate plan → Reuse note. This is yours to keep.
What's the task?
Name it simply — e.g. "Weekly team update email" or "Instagram caption for my café"
① Brief — context to set upfront
Who are you for this task? Who's the output for? What tone? What constraints?
② Ask — the core prompt
The actual request — role, task, context, format. What do you want the AI to produce?
③ Iterate — how you'll refine it
What's your plan if the first response isn't right? What do you usually need to adjust?
④ Reuse — your note for next time
What should you remember when you use this again? Any shortcuts or things that worked well?
✦ Prompt recipe: —
1
Brief
—
2
Ask
—
3
Iterate
—
4
Reuse
—
This recipe is saved automatically. It'll appear in your graduation summary in Lesson 16 — and you can use it as your starting point in Lesson 15.
Knowledge check
Three quick questions
1. What does the "Brief" step actually do in the framework?
2. What's the purpose of the Reuse step?
3. Which step do most beginners skip entirely?
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Next: Lesson 15 — Real tasks, real results
Your recipe is built. Now you'll use the framework on three real-world scenarios — and produce something you'd actually use.
You have a process now ✦
Brief → Ask → Iterate → Reuse. Every task, every tool, every time.